================
Citation Request
================

Please include these citations if you plan to use this incredible library::

	@article{thieu2024feature,
        title={Feature selection using metaheuristics made easy: Open source MAFESE library in Python},
        author={Van Thieu, Nguyen and Nguyen, Ngoc Hung and Heidari, Ali Asghar},
        journal={Future Generation Computer Systems},
        year={2024},
        publisher={Elsevier},
        doi={10.1016/j.future.2024.06.006},
        url={https://doi.org/10.1016/j.future.2024.06.006},
	}

	@software{nguyen_van_thieu_2023_7969043,
	  author       = {Nguyen Van Thieu, Ngoc Hung Nguyen, Ali Asghar Heidari},
	  title        = {Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python},
	  month        = may,
	  year         = 2023,
	  publisher    = {Zenodo},
	  doi          = {10.5281/zenodo.7969042},
	  url          = {https://github.com/thieu1995/mafese}
	}

	@article{van2023mealpy,
	  title={MEALPY: An open-source library for latest meta-heuristic algorithms in Python},
	  author={Van Thieu, Nguyen and Mirjalili, Seyedali},
	  journal={Journal of Systems Architecture},
	  year={2023},
	  publisher={Elsevier},
	  doi={10.1016/j.sysarc.2023.102871}
	}

If you have an open-ended or a research question, you can contact me via nguyenthieu2102@gmail.com


===============
Important links
===============

* Official source code repo: https://github.com/thieu1995/mafese
* Official document: https://mafese.readthedocs.io/
* Download releases: https://pypi.org/project/mafese/
* Issue tracker: https://github.com/thieu1995/mafese/issues
* Notable changes log: https://github.com/thieu1995/mafese/blob/master/ChangeLog.md
* Examples with different meapy version: https://github.com/thieu1995/mafese/blob/master/examples.md

* This project also related to our another projects which are "optimization" and "machine learning", check it here:
    * https://github.com/thieu1995/mealpy
    * https://github.com/thieu1995/metaheuristics
    * https://github.com/thieu1995/opfunu
    * https://github.com/thieu1995/enoppy
    * https://github.com/thieu1995/permetrics
    * https://github.com/thieu1995/MetaCluster
    * https://github.com/thieu1995/pfevaluator
    * https://github.com/aiir-team



=====================
Some support websites
=====================

1. https://neptune.ai/blog/feature-selection-methods
2. https://www.blog.trainindata.com/feature-selection-machine-learning-with-python/
3. https://github.com/LBBSoft/FeatureSelect
4. https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-019-2754-0
5. https://github.com/scikit-learn-contrib/boruta_py
6. https://elki-project.github.io/
7. https://sci2s.ugr.es/keel/index.php
8. https://archive.ics.uci.edu/datasets
9. https://python-charts.com/distribution/box-plot-plotly/
10. https://plotly.com/python/box-plots/?_ga=2.50659434.2126348639.1688086416-114197406.1688086416#box-plot-styling-mean--standard-deviation



=======
License
=======

The project is licensed under GNU General Public License (GPL) V3 license.


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